Next-Depth Lookahead Tree
Jaeho Lee, Kangjin Kim, Gyeong Taek Lee
Published: 2025/9/18
Abstract
This paper proposes the Next-Depth Lookahead Tree (NDLT), a single-tree model designed to improve performance by evaluating node splits not only at the node being optimized but also by evaluating the quality of the next depth level.